Triple

T21164018
Position Surface form Disambiguated ID Type / Status
Subject Helmond E521510 entity
Predicate hasRailwayStation P918 FINISHED
Object Helmond Brandevoort railway station
Helmond Brandevoort railway station is a local train station in the Brandevoort district of Helmond in the Netherlands, serving regional commuter traffic.
 E1471802 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Helmond Brandevoort railway station | Statement: [Helmond, hasRailwayStation, Helmond Brandevoort railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helmond Brandevoort railway station
Context triple: [Helmond, hasRailwayStation, Helmond Brandevoort railway station]
  • A. Helmond Brouwhuis railway station
    Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
  • B. Helmond railway station
    Helmond railway station is a regional train station in the Dutch city of Helmond that serves as a local transport hub on the railway line between Eindhoven and Venlo.
  • C. Gorinchem railway station
    Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
  • D. Roermond railway station
    Roermond railway station is a major rail hub in the Dutch province of Limburg, serving as an important junction for regional and intercity train services.
  • E. Heerlen railway station
    Heerlen railway station is a major rail hub in the city of Heerlen in the Netherlands, providing regional and intercity train connections.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Helmond Brandevoort railway station
Triple: [Helmond, hasRailwayStation, Helmond Brandevoort railway station]
Generated description
Helmond Brandevoort railway station is a local train station in the Brandevoort district of Helmond in the Netherlands, serving regional commuter traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helmond Brandevoort railway station
Target entity description: Helmond Brandevoort railway station is a local train station in the Brandevoort district of Helmond in the Netherlands, serving regional commuter traffic.
  • A. Helmond Brouwhuis railway station
    Helmond Brouwhuis railway station is a local train station in the Brouwhuis district of Helmond in the Netherlands, serving regional commuter traffic.
  • B. Helmond railway station
    Helmond railway station is a regional train station in the Dutch city of Helmond that serves as a local transport hub on the railway line between Eindhoven and Venlo.
  • C. Gorinchem railway station
    Gorinchem railway station is a regional train station in the Dutch city of Gorinchem, providing local rail connections within the Netherlands.
  • D. Roermond railway station
    Roermond railway station is a major rail hub in the Dutch province of Limburg, serving as an important junction for regional and intercity train services.
  • E. Heerlen railway station
    Heerlen railway station is a major rail hub in the city of Heerlen in the Netherlands, providing regional and intercity train connections.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72533fe88819082e14d71c36140be completed April 21, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ec096f081909c17403ffd612db7 completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a098022524481908858de1c80172973 completed May 17, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_6a09810158948190a9504d50c964efd9 completed May 17, 2026, 8:49 a.m.
Created at: April 16, 2026, 2:59 p.m.